Switching to PyTorch 1.0

[Pete Florence]

Hi all -- We will probably switch this repo soon to PyTorch 1.0.

Wanted to give users a heads up.

If anybody happens to have already switched this code over to PyTorch 1.0, please let us know, would be useful.

Thanks,
Pete